{"id":"W4388206315","doi":"10.7202/1106874ar","title":"Transitions structurelles en périphérie québécoise","year":2023,"lang":"fr","type":"article","venue":"Cahiers de géographie du Québec","topic":"Regional Development and Innovation","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0008151568,0.0002662183,0.0002472958,0.0006591632,0.001098981,0.0001000898,0.0003663338,0.0005617815,0.0003414208],"category_scores_gemma":[0.0002233702,0.0002950387,0.0002811069,0.005571459,0.006445491,0.0003996213,0.00002135426,0.0005071543,0.0004796868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005096932,"about_ca_system_score_gemma":0.001732125,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04649846,"about_ca_topic_score_gemma":0.1697411,"domain_scores_codex":[0.9977672,0.0003290158,0.0003801838,0.0003740974,0.0004567346,0.0006927902],"domain_scores_gemma":[0.9989184,0.0003266132,0.0001203496,0.0001992729,0.0001774067,0.0002579231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001694441,0.00004593198,0.004080623,0.00005047763,0.0001449004,0.00005524047,0.04415023,0.00008032707,0.0002552396,0.7568743,0.1531722,0.04107349],"study_design_scores_gemma":[0.0003017373,0.00003526372,0.0503845,0.00006402737,0.00006919091,0.00001082222,0.008336107,0.0000888184,0.00003796609,0.03705794,0.9032373,0.0003763741],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7298942,0.001724445,0.0006800486,0.2027988,0.002685982,0.0003866343,0.00004028334,0.0004381525,0.0613514],"genre_scores_gemma":[0.8950334,0.01332854,0.0004786383,0.002814851,0.001397676,0.00007261601,0.0001577774,0.00006133778,0.08665516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.750065,"threshold_uncertainty_score":0.9999502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01002709404129452,"score_gpt":0.233045688662598,"score_spread":0.2230185946213035,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}